Eric Joseph Hall

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 9

Top Topics

Partial Differential Equations

Ambrosio Tortorelli

Top Venues

J. Comput. Phys.

SIAM J. Math. Anal.

SIAM/ASA J. Uncertain. Quantification

Publications

Søren Taverniers, Eric Joseph Hall, Markos A. Katsoulakis, Daniel M. Tartakovsky
Graph-Informed Neural Networks. AAAI Spring Symposium: MLPS (2021)
Eric Joseph Hall, Søren Taverniers, Markos A. Katsoulakis, Daniel M. Tartakovsky
GINNs: Graph-Informed Neural Networks for multiscale physics. J. Comput. Phys. 433 (2021)
Søren Taverniers, Eric Joseph Hall, Markos A. Katsoulakis, Daniel M. Tartakovsky
Mutual information for explainable deep learning of multiscale systems. J. Comput. Phys. 444 (2021)
Christian Bayer, Eric Joseph Hall, Raúl Tempone
Weak error rates for option pricing under the rough Bergomi model. CoRR (2020)
Søren Taverniers, Eric Joseph Hall, Markos A. Katsoulakis, Daniel M. Tartakovsky
Mutual Information for Explainable Deep Learning of Multiscale Systems. CoRR (2020)
Eric Joseph Hall, Søren Taverniers, Markos A. Katsoulakis, Daniel M. Tartakovsky
GINNs: Graph-Informed Neural Networks for Multiscale Physics. CoRR (2020)
Kimoon Um, Eric Joseph Hall, Markos A. Katsoulakis, Daniel M. Tartakovsky
Causality and Bayesian Network PDEs for multiscale representations of porous media. J. Comput. Phys. 394 (2019)
Eric Joseph Hall, Markos A. Katsoulakis
Robust Information Divergences for Model-Form Uncertainty Arising from Sparse Data in Random PDE. SIAM/ASA J. Uncertain. Quantification 6 (4) (2018)
Eric Joseph Hall, Håkon Hoel, Mattias Sandberg, Anders Szepessy, Raúl Tempone
Computable Error Estimates for Finite Element Approximations of Elliptic Partial Differential Equations with Rough Stochastic Data. SIAM J. Sci. Comput. 38 (6) (2016)
Eric Joseph Hall
Higher Order Spatial Approximations for Degenerate Parabolic Stochastic Partial Differential Equations. SIAM J. Math. Anal. 45 (4) (2013)
Eric Joseph Hall
Accelerated Spatial Approximations for Time Discretized Stochastic Partial Differential Equations. SIAM J. Math. Anal. 44 (5) (2012)